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--- |
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tags: |
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- uqff |
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- mistral.rs |
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base_model: meta-llama/Llama-3.2-11B-Vision-Instruct |
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base_model_relation: quantized |
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--- |
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<!-- Autogenerated from user input. --> |
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# `meta-llama/Llama-3.2-11B-Vision-Instruct`, UQFF quantization |
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Run with [mistral.rs](https://github.com/EricLBuehler/mistral.rs). Documentation: [UQFF docs](https://github.com/EricLBuehler/mistral.rs/blob/master/docs/UQFF.md). |
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1) **Flexible** 🌀: Multiple quantization formats in *one* file format with *one* framework to run them all. |
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2) **Reliable** 🔒: Compatibility ensured with *embedded* and *checked* semantic versioning information from day 1. |
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3) **Easy** 🤗: Download UQFF models *easily* and *quickly* from Hugging Face, or use a local file. |
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3) **Customizable** 🛠️: Make and publish your own UQFF files in minutes. |
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## Examples |
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|Quantization type(s)|Example| |
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|--|--| |
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|FP8|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-f8e4m3.uqff`| |
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|HQQ4|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-hqq4.uqff`| |
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|HQQ8|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-hqq8.uqff`| |
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|Q3K|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-q3k.uqff`| |
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|Q4K|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-q4k.uqff`| |
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|Q5K|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-q5k.uqff`| |
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|Q8_0|`./mistralrs-server -i vision-plain -m EricB/Llama-3.2-11B-Vision-Instruct-UQFF -a vllama --from-uqff llama3.2-vision-instruct-q8_0.uqff`| |
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